{"id":"https://openalex.org/W4385565247","doi":"https://doi.org/10.1145/3580305.3599480","title":"Quantifying Node Importance over Network Structural Stability","display_name":"Quantifying Node Importance over Network Structural Stability","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385565247","doi":"https://doi.org/10.1145/3580305.3599480"},"language":"en","primary_location":{"id":"doi:10.1145/3580305.3599480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100403537","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0003-0548-0130"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022386158","display_name":"Qingyuan Linghu","orcid":"https://orcid.org/0000-0002-6080-2705"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Qingyuan Linghu","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102809942","display_name":"Jiadong Xie","orcid":"https://orcid.org/0000-0003-4535-8359"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiadong Xie","raw_affiliation_strings":["Chinese University of Hong Kong, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437004","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-3123-2184"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079659938","display_name":"Xuemin Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemin Lin","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100385498","display_name":"Wenjie Zhang","orcid":"https://orcid.org/0000-0001-6572-2600"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wenjie Zhang","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100403537"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":1.4698,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80783318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3217","last_page":"3228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7504571676254272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6508669853210449},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5742028951644897},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5627583265304565},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5476226210594177},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5119296312332153},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42957448959350586},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.423519492149353},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4016736149787903},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3642248511314392},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1911611557006836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18865817785263062},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1700197458267212},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10137468576431274}],"concepts":[{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7504571676254272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6508669853210449},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5742028951644897},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5627583265304565},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5476226210594177},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5119296312332153},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42957448959350586},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.423519492149353},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4016736149787903},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3642248511314392},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1911611557006836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18865817785263062},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1700197458267212},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10137468576431274},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580305.3599480","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2551992071","display_name":null,"funder_award_id":"2023A1515012603","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6489395970","display_name":null,"funder_award_id":"62002073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6843473724","display_name":null,"funder_award_id":"2019B1515120048","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8764403337","display_name":null,"funder_award_id":"U2241211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W248604449","https://openalex.org/W1154358131","https://openalex.org/W1965362147","https://openalex.org/W1971717360","https://openalex.org/W1999689256","https://openalex.org/W2040886165","https://openalex.org/W2068228981","https://openalex.org/W2071864549","https://openalex.org/W2085717309","https://openalex.org/W2094224753","https://openalex.org/W2156020699","https://openalex.org/W2228089378","https://openalex.org/W2241780750","https://openalex.org/W2291620117","https://openalex.org/W2484873874","https://openalex.org/W2528743325","https://openalex.org/W2562755098","https://openalex.org/W2592340121","https://openalex.org/W2604873699","https://openalex.org/W2605316362","https://openalex.org/W2617669005","https://openalex.org/W2759385412","https://openalex.org/W2802038099","https://openalex.org/W2890003917","https://openalex.org/W2897679181","https://openalex.org/W2963054764","https://openalex.org/W2963602119","https://openalex.org/W2966737735","https://openalex.org/W3028817169","https://openalex.org/W3046353729","https://openalex.org/W3102137745","https://openalex.org/W3137198243","https://openalex.org/W3157186187","https://openalex.org/W3168313905","https://openalex.org/W3172064700","https://openalex.org/W3173723462","https://openalex.org/W3174056418","https://openalex.org/W3175821270","https://openalex.org/W3198329374","https://openalex.org/W3210793653","https://openalex.org/W4211078038","https://openalex.org/W4283320139","https://openalex.org/W4289533916","https://openalex.org/W4298432362","https://openalex.org/W6600195515"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2086397253","https://openalex.org/W2387011115","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2046435967","https://openalex.org/W4234808182","https://openalex.org/W2007156430","https://openalex.org/W2170882281","https://openalex.org/W4255628145"],"abstract_inverted_index":{"Quantifying":[0],"node":[1,41,63,85,101,118],"importance":[2,26,60,82],"on":[3,46,67,188],"engagement":[4,52,69,75,98,115],"dynamics":[5],"is":[6,30,42,64,76,86,173],"critical":[7],"to":[8,24,49,95,112,148,164],"support":[9],"network":[10,29,47],"stability.":[11],"We":[12,125],"can":[13,133],"motivate":[14],"or":[15,78],"retain":[16],"the":[17,28,37,43,51,54,59,65,68,81,92,97,104,109,114,121,127,130,151,166,177,192,198],"users":[18],"in":[19],"a":[20,40,62,84,138,144],"social":[21],"platform":[22],"according":[23],"their":[25],"s.t.":[27],"more":[31],"sustainable.":[32],"Existing":[33],"studies":[34],"validate":[35],"that":[36],"coreness":[38,106,123],"of":[39,53,61,70,83,100,117,129,169,184,194,200],"\"best":[44],"practice\"":[45],"topology":[48],"estimate":[50],"node.":[55],"In":[56],"this":[57],"paper,":[58],"effect":[66,99,116],"other":[71],"nodes":[72],"when":[73],"its":[74],"strengthened":[77],"weakened.":[79],"Specifically,":[80],"quantified":[87],"via":[88],"two":[89,131],"novel":[90],"concepts:":[91],"anchor":[93],"power":[94,111],"measure":[96,113],"strengthening":[102],"(i.e.,":[103,120],"overall":[105,122],"gain)":[107],"and":[108,142,153,197],"collapse":[110],"weakening":[119],"loss).":[124],"find":[126],"computation":[128],"concepts":[132],"be":[134],"naturally":[135],"integrated":[136],"into":[137],"shell":[139],"component-based":[140],"framework,":[141],"propose":[143],"unified":[145],"static":[146,178],"algorithm":[147,179],"compute":[149],"both":[150],"anchored":[152],"collapsed":[154],"followers.":[155],"For":[156],"evolving":[157],"networks,":[158],"efficient":[159],"maintenance":[160],"techniques":[161],"are":[162],"designed":[163],"update":[165],"follower":[167],"sets":[168],"each":[170],"node,":[171],"which":[172],"faster":[174],"than":[175],"redoing":[176],"by":[180],"around":[181],"3":[182],"orders":[183],"magnitude.":[185],"Extensive":[186],"experiments":[187],"real-life":[189],"data":[190],"demonstrate":[191],"effectiveness":[193],"our":[195,201],"model":[196],"efficiency":[199],"algorithms.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
